Father of two daughters
ML Architect
Tweets about ML/MLOps & books
Aug 19, 2020 • 13 tweets • 5 min read
Few books (non-technical & non-fictional) which have strongly influenced my thought & life.
I have read all of these on the wrong side of 30, but I wish I could have read those at 18.
(In no particular order)
THREAD
Sapiens (Yuval Noah Harari)
The best way to become a good human being is to realize that we are nothing more than animals with little better brain.
@harari_yuval describes how humans evolved over time from another helpless animal to the most cruel & insecure animal on earth.
Feb 9, 2020 • 4 tweets • 3 min read
(Thread) Here is a short summary of "Rules of ML" by Martin Zinkevich (developers.google.com/machine-learni…). The #MachineLearning life cycle should consist of three phases:
Phase 0
- Launch the product without #MachineLearning . Collect #Data
Phase 1
- Building the first basic/transparent #model
- Make the #infrastructure right
- Monitor the right set of #metrics
- System should get a boost with a simple model itself